Top Deep Learning Top 200 deep learning Github repositories sorted by the number of stars.
Stars: ✭ 1,365 (+1822.54%)
Coursera Deep Learning SpecializationNotes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Stars: ✭ 188 (+164.79%)
Deep PlantDeep-Plant: Plant Classification with CNN/RNN. It consists of CAFFE/Tensorflow implementation of our PR-17, TIP-18 (HGO-CNN & PlantStructNet) and MalayaKew dataset.
Stars: ✭ 66 (-7.04%)
EeglearnA set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.
Stars: ✭ 469 (+560.56%)
KerasrR interface to the keras library
Stars: ✭ 90 (+26.76%)
Rcnn Relation ExtractionTensorflow Implementation of Recurrent Convolutional Neural Network for Relation Extraction
Stars: ✭ 64 (-9.86%)
Image Caption Generator[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow
Stars: ✭ 141 (+98.59%)
KomputationKomputation is a neural network framework for the Java Virtual Machine written in Kotlin and CUDA C.
Stars: ✭ 295 (+315.49%)
EmnistA project designed to explore CNN and the effectiveness of RCNN on classifying the EMNIST dataset.
Stars: ✭ 81 (+14.08%)
Niftynet[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Stars: ✭ 1,276 (+1697.18%)
HdltexHDLTex: Hierarchical Deep Learning for Text Classification
Stars: ✭ 191 (+169.01%)
BrainforgeA Neural Networking library based on NumPy only
Stars: ✭ 114 (+60.56%)
Pix2voxImplementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images" (Xie et al., ICCV 2019)
Stars: ✭ 216 (+204.23%)
RmdlRMDL: Random Multimodel Deep Learning for Classification
Stars: ✭ 375 (+428.17%)
ZhihuThis repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.
Stars: ✭ 3,307 (+4557.75%)
Price prediction lobDeep learning for price movement prediction using high frequency limit order data
Stars: ✭ 27 (-61.97%)
Trending Deep LearningTop 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Stars: ✭ 543 (+664.79%)
TextclassifierText classifier for Hierarchical Attention Networks for Document Classification
Stars: ✭ 985 (+1287.32%)
DeepseqslamThe Official Deep Learning Framework for Route-based Place Recognition
Stars: ✭ 49 (-30.99%)
TnnBiologically-realistic recurrent convolutional neural networks
Stars: ✭ 83 (+16.9%)
Malware ClassificationTowards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
Stars: ✭ 88 (+23.94%)
Machine Learning Curriculum💻 Make machines learn so that you don't have to struggle to program them; The ultimate list
Stars: ✭ 761 (+971.83%)
Image Caption GeneratorA neural network to generate captions for an image using CNN and RNN with BEAM Search.
Stars: ✭ 126 (+77.46%)
Rcnn Text ClassificationTensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
Stars: ✭ 127 (+78.87%)
Image classifierCNN image classifier implemented in Keras Notebook 🖼️.
Stars: ✭ 139 (+95.77%)
DeepecgECG classification programs based on ML/DL methods
Stars: ✭ 124 (+74.65%)
Brain.jsbrain.js is a GPU accelerated library for Neural Networks written in JavaScript.
Stars: ✭ 12,358 (+17305.63%)
TfvosSemi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.
Stars: ✭ 151 (+112.68%)
Im2latex TensorflowTensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)
Stars: ✭ 207 (+191.55%)
Awesome TensorlayerA curated list of dedicated resources and applications
Stars: ✭ 248 (+249.3%)
Mead BaselineDeep-Learning Model Exploration and Development for NLP
Stars: ✭ 238 (+235.21%)
Easy TensorflowSimple and comprehensive tutorials in TensorFlow
Stars: ✭ 2,871 (+3943.66%)
Image CaptioningImage Captioning: Implementing the Neural Image Caption Generator with python
Stars: ✭ 52 (-26.76%)
IseebetteriSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
Stars: ✭ 202 (+184.51%)
Ml In TfGet started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-36.62%)
Cnn graphConvolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Stars: ✭ 1,110 (+1463.38%)
GtsrbConvolutional Neural Network for German Traffic Sign Recognition Benchmark
Stars: ✭ 65 (-8.45%)
Roadway intelVehicle make and model classification in Tensorflow by fine-tuning VGG16
Stars: ✭ 60 (-15.49%)
FeathercnnFeatherCNN is a high performance inference engine for convolutional neural networks.
Stars: ✭ 1,106 (+1457.75%)
PolyworldA world generator that is based on Voronoi diagrams
Stars: ✭ 59 (-16.9%)
Feel The KernGenerating proportional fonts with deep learning
Stars: ✭ 59 (-16.9%)